Dashboard

Row

Participant Response Data for Mental Workload

Example Virtual Reality Data Collection Process

Row

Participant Response Data for Physical Workload

Environmental Temperature During Data Collection

Participant Experience levels with VR Technology

Treatments Info

Treatment Conditions Defined

Treatment Frequency Intensity
Treatment 1 0% Frequency 0% Intensity
Treatment 2 25% Frequency 50% Intensity
Treatment 3 50% Frequency 50% Intensity
Treatment 4 75% Frequency 50% Intensity
Treatment 5 100% Frequency 25% Intensity
Treatment 6 100% Frequency 50% Intensity
Treatment 7 100% Frequency 75% Intensity
Treatment 8 100% Frequency 100% Intensity

Summary Statistics

Column

Mental Workload ANOVA

npar Sum Sq Mean Sq F value P-Values
factor(time_point) 3 1.296875 0.4322917 2.921480 0.0427133
factor(puzzle) 3 3.546875 1.1822917 7.990072 0.0001838
factor(treatment) 7 2.278619 0.3255170 2.199884 0.0495566

Mental LMER Coefficients

Estimate Std..Error t.value p.value
(Intercept) 1.9402471 0.2625672 7.3895265 0.0000000
factor(time_point)2 -0.2500000 0.1360010 -1.8382223 0.0660297
factor(time_point)3 -0.3125000 0.1360010 -2.2977779 0.0215744
factor(time_point)4 0.0000000 0.1360010 0.0000000 1.0000000
factor(puzzle)spring 0.0625000 0.1360010 0.4595556 0.6458352
factor(puzzle)summer 0.5000000 0.1360010 3.6764447 0.0002365
factor(puzzle)winter -0.1250000 0.1360010 -0.9191112 0.3580374
factor(treatment)Trt 2 -0.0576198 0.2089003 -0.2758245 0.7826829
factor(treatment)Trt 3 -0.1758422 0.1966091 -0.8943746 0.3711215
factor(treatment)Trt 4 0.1207893 0.2835852 0.4259366 0.6701540
factor(treatment)Trt 5 0.4320057 0.2289952 1.8865279 0.0592239
factor(treatment)Trt 6 -0.1353744 0.2139905 -0.6326187 0.5269827
factor(treatment)Trt 7 -0.2500000 0.1923344 -1.2998195 0.1936628
factor(treatment)Trt 8 -0.1826198 0.2089003 -0.8741959 0.3820116

Column

Physical Workload ANOVA

npar Sum Sq Mean Sq F value P-Values
factor(time_point) 3 1.562500 0.5208333 2.195339 0.0998952
factor(puzzle) 3 2.187500 0.7291667 3.073474 0.0358032
factor(treatment) 7 3.434451 0.4906359 2.068055 0.0641145

Physical LMER Coefficients

Estimate Std..Error t.value p.value
(Intercept) 1.9187588 0.3086177 6.2172679 0.0000000
factor(time_point)2 -0.1875000 0.1722081 -1.0887989 0.2762426
factor(time_point)3 -0.4375000 0.1722081 -2.5405307 0.0110684
factor(time_point)4 -0.2500000 0.1722081 -1.4517318 0.1465762
factor(puzzle)spring 0.2500000 0.1722081 1.4517318 0.1465762
factor(puzzle)summer 0.5000000 0.1722081 2.9034637 0.0036906
factor(puzzle)winter 0.1250000 0.1722081 0.7258659 0.4679210
factor(treatment)Trt 2 -0.3363251 0.2637260 -1.2752827 0.2022092
factor(treatment)Trt 3 -0.1405048 0.2477575 -0.5671062 0.5706420
factor(treatment)Trt 4 -0.2559054 0.3563163 -0.7181971 0.4726358
factor(treatment)Trt 5 0.2874825 0.2879857 0.9982525 0.3181570
factor(treatment)Trt 6 -0.0011924 0.2696213 -0.0044225 0.9964714
factor(treatment)Trt 7 -0.1250000 0.2435391 -0.5132647 0.6077662
factor(treatment)Trt 8 0.4136749 0.2637260 1.5685785 0.1167462